MemGPT
LongMem
| MemGPT | LongMem | |
|---|---|---|
| 15 | 3 | |
| 9,836 | 734 | |
| - | - | |
| 9.9 | 5.0 | |
| about 17 hours ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
MemGPT
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AI21 Labs Unveils Jamba: The First Production-Grade Mamba-Based AI Model
On a side note: working over longer contexts also reminds me of MemGPT(https://github.com/cpacker/MemGPT)
- FLaNK Weekly 18 Dec 2023
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At this point we don’t necessarily need higher context windows. We need better truncation.
The MemGPT project is taking on this challenge.
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Putting Together the Pieces of Transformative AI
Long Term Memory - Voyager, MemGPTand LongMem
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[R] MemGPT: Towards LLMs as Operating Systems - UC Berkeley 2023 - Is able to create unbounded/infinite LLM context!
Blog: https://memgpt.ai/
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MemGPT: Towards LLMs as Operating Systems - UC Berkeley 2023 - Is able to create unbounded/infinite LLM context!
Github: https://github.com/cpacker/MemGPT
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MemGPT – LLMs with self-editing memory for unbounded context
Hey all, MemGPT authors here! Happy to answer any questions about the implementation.
If you want to try it out yourself, we have a Discord bot up-and-running on the MemGPT server (https://discord.gg/9GEQrxmVyE) where you can see the memory editing in action - as you chat you'll see MemGPT update its profile about you (and itself).
Everything's open source, so can also try running MemGPT locally using the code here: https://github.com/cpacker/MemGPT. In the repo we also have a document-focused example where you can chat with MemGPT about the LlamaIndex API docs.
- MemGPT — a combination of OS and GPT
LongMem
- Is anyone using self hosted LLM day to day and training it like a new employee
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Putting Together the Pieces of Transformative AI
Long Term Memory - Voyager, MemGPTand LongMem
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Augmenting Language Models with Long-Term Memory
They just pushed the code 👨💻 https://github.com/Victorwz/LongMem
What are some alternatives?
llama.cpp - LLM inference in C/C++
obsidian-ollama
tidybot - TidyBot: Personalized Robot Assistance with Large Language Models
autogen - A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
mlx-examples - Examples in the MLX framework
Efficient-LLMs-Survey - Efficient Large Language Models: A Survey
FLiPStackWeekly - FLaNK AI Weekly covering Apache NiFi, Apache Flink, Apache Kafka, Apache Spark, Apache Iceberg, Apache Ozone, Apache Pulsar, and more...
LLMCompiler - [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling
Visual-Flow - Visual-Flow main repository
FLaNK-OpenAi - Chat
FLaNK-EveryTransitSystem - Every transit system